{"id":"W3134876149","doi":"10.1016/j.jphotobiol.2021.112168","title":"Assessment of saliva interference with UV-based disinfection technologies","year":2021,"lang":"en","type":"article","venue":"Journal of Photochemistry and Photobiology B Biology","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"Canada First Research Excellence Fund","keywords":"Saliva; Mucin; Chromatography; Chemistry; Bioburden; Aerosolization; Respirator; Microbiology; Food science; Biochemistry; Medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001940858,0.0001018605,0.0003737952,0.00007507904,0.00003301071,0.000003881226,0.00004143871,0.0002207998,0.0001032084],"category_scores_gemma":[0.0001310235,0.00006886103,0.00008279335,0.0001138587,0.0002386755,0.00002690995,0.00002016804,0.000283373,2.030032e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000264663,"about_ca_system_score_gemma":0.0002386704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004541098,"about_ca_topic_score_gemma":0.000002960142,"domain_scores_codex":[0.9993188,0.00005377796,0.0003431088,0.0001374323,0.00004096376,0.0001058556],"domain_scores_gemma":[0.9989609,0.0001015431,0.0003842891,0.0001229315,0.0003967629,0.00003361379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003226994,0.0001230838,0.2588269,0.00007023977,0.0001036447,0.0000187745,0.000006382614,0.00000451812,0.739499,0.00005880846,0.00001590505,0.000950032],"study_design_scores_gemma":[0.001972134,0.001872851,0.06682657,0.000157707,0.0001269858,0.001759626,0.00008938053,0.000224736,0.9258568,0.0002533142,0.0007825425,0.00007731952],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834489,0.0003345141,0.01493015,0.0003080447,0.0001097604,0.00009737193,0.000009360178,0.00001654447,0.0007453222],"genre_scores_gemma":[0.9985859,0.0001530416,0.001046367,0.000107638,0.00004707132,0.000007173065,0.00002617808,0.000004020176,0.00002255466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1920003,"threshold_uncertainty_score":0.2808071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01030509226107928,"score_gpt":0.2990990817385693,"score_spread":0.28879398947749,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}